Item Response Theory

Course Description

Conceptual and mathematical foundations, parameter estimation, tests of model assumptions and goodness of fit, and practical applications of IRT. Prerequisite: ERM 767 and either ERM 781 or STA 662 or equivalent courses.

Syllabus

Student Learning Outcomes, Goals, Objectives:

Students successfully completing this course will be able to:

  • The essential concepts and terminology of IRT.
  • The mathematical and theoretical rationale underlying IRT.
  • Dichotomous and polytomous IRT models.
  • Various applications of IRT.

Course Grading Information:

Activity/Performance Measure Percentage/Points
Assignment 1: Five homework assignments 70%
Assignment 2: Final project 30%

Attendance/Participation:

Attendance/participation is not a graded component included in the student's final grade for this course.

Course Materials Purchased by the Students:

The Theory and Practice of Item Response Theory — De Ayala, R. J., 2nd edition, Guilford Press, 2022, ISBN 9781462547753

Scholarly Perspectives

This course engages diverse scholarly perspectives to develop critical thinking, analysis, and debate and inclusion of a reading does not imply endorsement.